DBMI Publications

Senathirajah Y. Safer Design - Composable EHRs and Mechanisms for Safety. Stu Health Technol Inform. 2015;218:40602. PMID: 2626532.
A. Gupta, H. Wang and M. Ganapathiraju, "Learning structure in gene expression data using deep architectures, with an application to gene clustering," Bioinformatics and Biomedicine (BIBM), 2015 IEEE International Conference on, Washington, DC, 2015, pp. 1328-1335. doi: 10.1109/BIBM.2015.7359871
Sverchkov Y, Cooper GF. A Bayesian approach for identifying multivariate differences between groups. In: Proceedings of the International Symposium on Intelligent Data Analysis (2015). Adv Intell Data Anal. 2015 Oct;9385:275-285. Epub 2015 Nov 22.  PMCID: 27069983 PMCID: PMC4825814
King AJ, Cooper GF, Hochheiser H, Clermont G. Development and preliminary evaluation of a prototype of a learning electronic medical record system. AMIA Annu Symp Proc. 2015 Nov 5;2015:1967-75. eCollection 2015. PMID: 26958296 PMCID: PMC4765593.
Rasmussen-Torvik LJ, Baldridge AS, Pacheco JA, Aufox SA, Kim KY, Silverstein JC, Denham EW, Hungness E, Smith ME, Greenland P.  rs4771122 Predicts Multiple Measures of Long-Term Weight Loss After Bariatric Surgery. Obes Surg. 2015 Nov;25(11):2225-9.  PMID: 26337695 PMCID: PMC4598314 DOI: 10.1007/s11695-015-1872-7
Landis-Lewis Z, Douglas GP, Hochheiser H, Kam M, Gadabu O, Bwanali M, Jacobson RS. (2015). Computer-Supported Feedback Message Tailoring for Healthcare Providers in Malawi: Proof-of-Concept. AMIA Annual Symposium Proceedings, 2015, 814–823.
Eric Strobl, Shyam Visweswaran. Markov boundary discovery with ridge regularized linear models. Journal of Causal Inference. ISSN (Online) 2193-3685, ISSN (Print) 2193-3677, DOI: 10.1515/jci-2015-0011, November 2015
Strange C, Senior RM, Sciurba F, O'Neal S, Morris A, Wisniewski SR, Bowler R, Hochheiser HS, Becich MJ, Zhang Y, Leader JK, Methé BA, Kaminski N, Sandhaus RA; GRADS Alpha-1 Study Group. Rationale and Design of the Genomic Research in Alpha-1 Antitrypsin Deficiency and Sarcoidosis Study. Alpha-1 Protocol.  Ann Am Thorac Soc. 2015 Oct; 12(10): 1551-60. doi: 10.1513/AnnalsATS.201503-143OC. PMID: 26153726. PMCID: PMC4627425.
Moller DR, Koth LL, Maier LA, Morris A, Drake W, Rossman M, Leader JK, Collman RG, Hamzeh N, Sweiss NJ, Zhang Y, O'Neal S, Senior RM, Becich M, Hochheiser HS, Kaminski N, Wisniewski SR, Gibson KF; GRADS Sarcoidosis Study Group. Rationale and Design of the Genomic Research in Alpha-1 Antitrypsin Deficiency and Sarcoidosis (GRADS) Study. Sarcoidosis Protocol. Ann Am Thorac Soc. 2015 Oct: 12(10): 1561-71. doi: 10.1513/AnnalsATS.201503-172OT  PMID: 26193069. PMCID: PMC4627423.
Wright ES. DECIPHER: harnessing local sequence context to improve protein multiple sequence alignment. BMC Bioinformatics. 2015 Oct 6;16:322. doi: 10.1186/s12859-015-0749-z. PMID: 26445311. PMCID: PMC4595117.
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